Kimberly Van Email & Phone Number

Issaquah, Washington, United States

• Perform market basket analysis and price elasticity to understand customer purchasing behavior and item association.
• Identify product cannibalization of private label items during Costco’s monthly coupon periods.
• Build preliminary predictive model using XGBoost to predict change in sales for items based ontime and price for promotional strategies that resulted in an R2 value 0.69.
• Collaborate with other data science and data engineering interns to develop Power BI dashboard to assist buyers with promotional strategies.

Wayzata, Minnesota, United States

• Build prototype machine learning model for pricing recommendation with an R2 value 0.89 that outperform vendor’s pricing model.
• Developed and implemented data visualization using Power BI.
• Construct ETL pipeline using Alteryx for data transformation of raw data from SAP BI into Tableau.

Irvine

• Apply Cross-Industry Standard Process for Data Mining (CRISP-DM), data mining and exploration utilizing NumPy and Pandas, and data visualization using Matplotlib and Seaborn.
• Implement regression-based machine learning algorithms to predict the housing prices in an area and traffic data from Nor Cal’s BART system.
• Build classification-based machine learning models to classify the failure of service towers and loan and funding approvals.
• Develop NLP model for text sentiment analysis of Twitter tweets.

Orange County, California Area

• Conduct scientific literature review using scientific literature databases such as PubMed to compile reports such as annual literature updates and periodic safety updates for global regulatory.
• Investigate and interpret data from sales, biocompatibility reports, and medical device report databases to demonstrate the safety and efficacy of products.
• Manage vendor partnerships for MDD/MDR remediated Clinical Evaluation Reports to ensure accuracy and completion.
• Facilitate review process with product managers, quality analysts, regulatory affairs specialist, and researchers for document revisions and ensure timely approval from stakeholders.

Irvine, CA

• Identify and develop market-validated quantitative polymerase chain reaction (qPCR) assays to detect infectious pathogens in human, veterinary, and agricultural samples.
• Create SOPs and protocol development for automated production of proprietary master mixes resulting in a 55.6% increase in production volume.
• Establish performance metrics and evaluation reports with data analysis and visualizations techniques.
• Build databases using Microsoft Access to record inventories of raw materials and final products along with quality assurance results.
• Perform data extractions and manipulation over large data sets using Python.
• Collaborate cross-functionally with software engineers and data scientists in developing new modules for corresponding product software.

Glendora, CA

• Prepare Clinical Evaluation Reports per MEDDEV 2.7/1 for post-market surveillance.
• Draft Declaration of Conformity memorandums for CE Technical Files.
• Update CE Technical Files and Risk Management Update Files as a part of remediation project.
• Collect and analyze complaint data on legacy products and draft biocompatibility analysis per ISO standards as part of on-going post-market surveillance.

Riverside, CA

• Perform genotyping through DNA/RNA extractions using electrophoresis polymerase chain reactions.
• Prepare culture media and cell culture for bacterial growth by using aseptic techniques.
• Perform gene expression amplification of bacterial expression system in Pseudomonias syringae.
• Systematically organize and maintain inventory of laboratory equipment and specimen.

Master Of Science - Ms, Data Science

Certification, Mastering Applied Data Science

Bachelor Of Science (B.S.), Biology, General